Senior MLOps Engineer

hace 1 semana


Barcelona, Barcelona, España ZF Group A tiempo completo

About the Role:

We are seeking a highly skilled Senior MLOps Engineer to join our dynamic Data & Analytics team at ZF Group. In this role, you will be responsible for the end-to-end deployment of machine learning models, building mockup web applications, and providing support in infrastructure engineering and testing of GenAI models.

Key Responsibilities:

  • End-to-End Model Deployment: Take ownership of the entire machine learning model deployment process, from development to production.
  • Web Application Development: Build mockup web applications using frameworks like Shiny (RShiny or PyShiny) to showcase the functionality and visualization of machine learning models.
  • Testing and Quality Assurance: Develop and execute testing strategies to ensure the reliability, performance, and accuracy of deployed models and applications.
  • GenAI Model Support: Provide support for engineering, testing, and deployment of Generative Artificial Intelligence (GenAI) foundation models, such as OpenAI, Llama2, Claude2.
  • Continuous Integration/Continuous Deployment (CI/CD): Implement CI/CD pipelines to automate the deployment process of machine learning models and web applications.

Requirements:

  • Proven experience in machine learning model deployment, web application development, and infrastructure engineering.
  • Proficiency in programming languages such as Python, R, Pyspark.
  • Experience with machine learning frameworks and libraries.
  • Strong understanding of cloud computing services (especially, AWS) and containerization technologies (e.g., Docker, Kubernetes).

Why ZF Group?

  • Work-Life Balance and Modern Office in Barcelona: Enjoy flexible working hours and a modern office environment in the vibrant city of Barcelona.
  • Career Development Opportunities: Benefit from ZF's commitment to employee development through continuous learning programs, mentoring, and career advancement opportunities.


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